Overview

Dataset info

Number of variables65
Number of observations5910
Missing cells4666 (1.2%)
Duplicate rows60 (1.0%)
Total size in memory2.9 MiB
Average record size in memory520.0 B

Variables types

Numeric38
Categorical0
Boolean1
Date0
URL0
Text (Unique)0
Rejected26
Unsupported0

Warnings

Dataset has 60 (1.0%) duplicate rows Warning
Attr1 is highly skewed (γ1 = -71.73835874) Skewed
Attr10 is highly skewed (γ1 = 50.83330623) Skewed
Attr11 is highly correlated with Attr1 (ρ = 0.9743319454) Rejected
Attr12 is highly skewed (γ1 = 62.69733486) Skewed
Attr13 is highly skewed (γ1 = 73.1341161) Skewed
Attr14 is highly skewed (γ1 = -54.31939128) Skewed
Attr15 is highly skewed (γ1 = -68.29987823) Skewed
Attr16 is highly correlated with Attr12 (ρ = 0.9194294433) Rejected
Attr17 is highly skewed (γ1 = 56.38005766) Skewed
Attr18 is highly correlated with Attr14 (ρ = 0.9968968287) Rejected
Attr19 is highly skewed (γ1 = -43.73386505) Skewed
Attr2 is highly skewed (γ1 = -71.01579978) Skewed
Attr20 is highly skewed (γ1 = 42.17453744) Skewed
Attr20 has 268 (4.5%) zeros Zeros
Attr21 is highly skewed (γ1 = 76.13972054) Skewed
Attr21 has 103 (1.7%) missing values Missing
Attr22 is highly correlated with Attr11 (ρ = 0.9972396238) Rejected
Attr23 is highly correlated with Attr19 (ρ = 0.9996844438) Rejected
Attr24 is highly skewed (γ1 = -36.64414645) Skewed
Attr24 has 135 (2.3%) missing values Missing
Attr25 is highly skewed (γ1 = 48.74578466) Skewed
Attr26 is highly correlated with Attr16 (ρ = 0.9999483653) Rejected
Attr27 is highly skewed (γ1 = 35.44974929) Skewed
Attr27 has 390 (6.6%) zeros Zeros
Attr27 has 391 (6.6%) missing values Missing
Attr28 is highly skewed (γ1 = 65.14191241) Skewed
Attr28 has 107 (1.8%) missing values Missing
Attr3 is highly skewed (γ1 = -38.21154709) Skewed
Attr30 is highly skewed (γ1 = 53.72805859) Skewed
Attr31 is highly correlated with Attr23 (ρ = 0.9862402676) Rejected
Attr32 is highly skewed (γ1 = 47.2935717) Skewed
Attr33 is highly correlated with Attr26 (ρ = 0.956488054) Rejected
Attr34 is highly correlated with Attr33 (ρ = 0.9818702082) Rejected
Attr35 is highly correlated with Attr22 (ρ = 0.9993536554) Rejected
Attr36 is highly skewed (γ1 = 72.86556972) Skewed
Attr37 is highly skewed (γ1 = 32.73044568) Skewed
Attr37 has 2548 (43.1%) missing values Missing
Attr38 is highly correlated with Attr10 (ρ = 0.9878393098) Rejected
Attr39 is highly skewed (γ1 = -51.86707877) Skewed
Attr4 is highly correlated with Attr34 (ρ = 0.9774093156) Rejected
Attr40 is highly correlated with Attr4 (ρ = 0.9943659364) Rejected
Attr41 is highly skewed (γ1 = 53.28491272) Skewed
Attr41 has 84 (1.4%) missing values Missing
Attr42 is highly skewed (γ1 = -42.93526352) Skewed
Attr42 has 542 (9.2%) zeros Zeros
Attr43 is highly skewed (γ1 = 35.68443432) Skewed
Attr44 is highly correlated with Attr43 (ρ = 0.9784100575) Rejected
Attr45 is highly skewed (γ1 = 75.09557548) Skewed
Attr45 has 268 (4.5%) missing values Missing
Attr46 is highly correlated with Attr40 (ρ = 0.9941128474) Rejected
Attr47 is highly skewed (γ1 = 51.9409447) Skewed
Attr47 has 265 (4.5%) zeros Zeros
Attr48 is highly correlated with Attr35 (ρ = 0.9987275164) Rejected
Attr49 is highly correlated with Attr42 (ρ = 0.973884859) Rejected
Attr50 is highly correlated with Attr46 (ρ = 0.9954347918) Rejected
Attr51 is highly skewed (γ1 = 51.28104454) Skewed
Attr52 is highly skewed (γ1 = 40.92677828) Skewed
Attr53 is highly skewed (γ1 = 60.2125825) Skewed
Attr53 has 107 (1.8%) missing values Missing
Attr54 is highly correlated with Attr53 (ρ = 0.9643219612) Rejected
Attr55 is highly skewed (γ1 = 28.72662642) Skewed
Attr56 is highly correlated with Attr39 (ρ = 0.9371662068) Rejected
Attr57 is highly skewed (γ1 = -56.69383316) Skewed
Attr57 has 96 (1.6%) zeros Zeros
Attr58 is highly skewed (γ1 = 36.32546838) Skewed
Attr59 has 2547 (43.1%) zeros Zeros
Attr6 has 2274 (38.5%) zeros Zeros
Attr60 is highly correlated with Attr45 (ρ = 0.9998960375) Rejected
Attr61 is highly skewed (γ1 = 22.11338072) Skewed
Attr62 is highly correlated with Attr30 (ρ = 0.9523823148) Rejected
Attr63 is highly correlated with Attr50 (ρ = 0.9649060135) Rejected
Attr64 is highly correlated with Attr54 (ρ = 0.9502609651) Rejected
Attr7 is highly correlated with Attr18 (ρ = 0.996879893) Rejected
Attr8 is highly correlated with Attr50 (ρ = 0.9098129316) Rejected

Variables

Attr1
Numeric

Distinct count5623
Unique (%)95.1%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean-0.02234655866
Minimum-463.89
Maximum87.459
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum-463.89
5-th percentile-0.198677
Q10.0039645
Median0.04667
Q30.11705
95-th percentile0.298435
Maximum87.459
Range551.349
Interquartile range0.1130855

Descriptive statistics

Standard deviation6.163654835
Coef of variation-275.8212094
Kurtosis5441.147301
Mean-0.02234655866
MAD0.2350087548
Skewness-71.73835874
Sum-132.001122
Variance37.99064093
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 37 0.6%
 
0.22288 3 0.1%
 
0.12012 3 0.1%
 
0.12713 3 0.1%
 
0.10292 3 0.1%
 
0.146 3 0.1%
 
0.046239 3 0.1%
 
-0.036523 3 0.1%
 
0.006096 3 0.1%
 
0.000266 3 0.1%
 
Other values (5612) 5843 98.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-463.89 1 < 0.1%
 
-32.052 1 < 0.1%
 
-10.292 1 < 0.1%
 
-10.083 1 < 0.1%
 
-5.112 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
87.459 1 < 0.1%
 
5.53 1 < 0.1%
 
2.3523 1 < 0.1%
 
1.7939 1 < 0.1%
 
1.5906 1 < 0.1%
 

Attr10
Numeric

Distinct count5613
Unique (%)95.0%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.5455801778
Minimum-71.444
Maximum339.85
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-71.444
5-th percentile-0.0306715
Q10.31894
Median0.52332
Q30.720805
95-th percentile0.906978
Maximum339.85
Range411.294
Interquartile range0.401865

Descriptive statistics

Standard deviation5.763741938
Coef of variation10.56442696
Kurtosis2809.996677
Mean0.5455801778
MAD0.3973885206
Skewness50.83330623
Sum3222.74211
Variance33.22072112
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1 9 0.2%
 
0.82798 4 0.1%
 
0.71667 3 0.1%
 
0.34971 3 0.1%
 
0.65751 3 0.1%
 
0.42285 3 0.1%
 
0.57044 3 0.1%
 
0.53744 3 0.1%
 
0.74768 3 0.1%
 
0.7772 3 0.1%
 
Other values (5602) 5870 99.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-71.444 1 < 0.1%
 
-45.027 1 < 0.1%
 
-24.64 1 < 0.1%
 
-18.085 1 < 0.1%
 
-7.5525 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
339.85 1 < 0.1%
 
266.86 1 < 0.1%
 
21.653 1 < 0.1%
 
6.1142 1 < 0.1%
 
4.1294 1 < 0.1%
 

Attr11
Highly correlated

This variable is highly correlated with Attr1 and should be ignored for analysis

Correlation0.9743319454

Attr12
Numeric

Distinct count5686
Unique (%)96.2%
Missing (%)0.4%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean1.065217795
Minimum-231.85
Maximum2470.3
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-231.85
5-th percentile-0.435378
Q10.015605
Median0.16796
Q30.54077
95-th percentile2.3949
Maximum2470.3
Range2702.15
Interquartile range0.525165

Descriptive statistics

Standard deviation35.27557361
Coef of variation33.11583206
Kurtosis4212.114567
Mean1.065217795
MAD1.850192697
Skewness62.69733486
Sum6273.067596
Variance1244.366094
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-0.27936 3 0.1%
 
0.33264 3 0.1%
 
-0.12994 3 0.1%
 
0.10014 3 0.1%
 
0.39858 3 0.1%
 
0.46496 3 0.1%
 
0.20614 3 0.1%
 
0.71783 3 0.1%
 
0.12934 2 < 0.1%
 
0.26574 2 < 0.1%
 
Other values (5675) 5861 99.2%
 
(Missing) 21 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-231.85 1 < 0.1%
 
-96.239 1 < 0.1%
 
-86.622 1 < 0.1%
 
-64.29 1 < 0.1%
 
-44.21 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2470.3 1 < 0.1%
 
1050.5 1 < 0.1%
 
120.48 1 < 0.1%
 
78.116 1 < 0.1%
 
60.417 1 < 0.1%
 

Attr13
Numeric

Distinct count5659
Unique (%)95.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.3544199486
Minimum-310.34
Maximum2340.2
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-310.34
5-th percentile-0.119389
Q10.0240025
Median0.067775
Q30.1351075
95-th percentile0.3009045
Maximum2340.2
Range2650.54
Interquartile range0.111105

Descriptive statistics

Standard deviation30.91877634
Coef of variation87.23768644
Kurtosis5555.470044
Mean0.3544199486
MAD0.8609774079
Skewness73.1341161
Sum2094.621896
Variance955.9707304
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.10340e+02 -1.03208e+01 -1.64365e+00 -9.82065e-01 -4.29365e-01 ... 4.98325e-01 9.39890e-01 4.64285e+00 5.18295e+01 2.34020e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 6 0.1%
 
0.12264 3 0.1%
 
0.16902 3 0.1%
 
0.16202 3 0.1%
 
0.11308 3 0.1%
 
0.026345 3 0.1%
 
0.085459 3 0.1%
 
0.10967 3 0.1%
 
0.12846 3 0.1%
 
0.13772 3 0.1%
 
Other values (5649) 5877 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-310.34 1 < 0.1%
 
-212.48 1 < 0.1%
 
-118.93 1 < 0.1%
 
-77.27 1 < 0.1%
 
-45.694 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2340.2 1 < 0.1%
 
78.19 1 < 0.1%
 
25.469 1 < 0.1%
 
19.296 1 < 0.1%
 
6.1494 1 < 0.1%
 

Attr14
Numeric

Distinct count5653
Unique (%)95.7%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean-0.1119257884
Minimum-517.48
Maximum5.53
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-517.48
5-th percentile-0.202346
Q10.0058895
Median0.056566
Q30.13695
95-th percentile0.33187
Maximum5.53
Range523.01
Interquartile range0.1310605

Descriptive statistics

Standard deviation9.057135902
Coef of variation-80.92090332
Kurtosis2966.89878
Mean-0.1119257884
MAD0.3885939175
Skewness-54.31939128
Sum-661.145632
Variance82.03171074
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 5 0.1%
 
0.15912 3 0.1%
 
0.14684 3 0.1%
 
0.061715 3 0.1%
 
0.032389 3 0.1%
 
0.23141 3 0.1%
 
-0.036523 3 0.1%
 
-0.13836 3 0.1%
 
0.20436 3 0.1%
 
0.21938 3 0.1%
 
Other values (5642) 5875 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-517.48 1 < 0.1%
 
-463.89 1 < 0.1%
 
-32.09 1 < 0.1%
 
-10.292 1 < 0.1%
 
-10.083 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5.53 1 < 0.1%
 
2.3523 1 < 0.1%
 
2.0517 1 < 0.1%
 
1.9425 1 < 0.1%
 
1.8499 1 < 0.1%
 

Attr15
Numeric

Distinct count5691
Unique (%)96.3%
Missing (%)0.1%
Missing (n)6
Infinite (%)0.0%
Infinite (n)0
Mean1033.61701
Minimum-9632400
Maximum1341700
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-9632400
5-th percentile-4356.69
Q1233.8125
Median872.165
Q32255.825
95-th percentile8828.75
Maximum1341700
Range10974100
Interquartile range2022.0125

Descriptive statistics

Standard deviation130127.9625
Coef of variation125.8957247
Kurtosis5094.438912
Mean1033.61701
MAD6447.040793
Skewness-68.29987823
Sum6102474.826
Variance1.693328662e+10
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 12 0.2%
 
1696.8 3 0.1%
 
380.1 3 0.1%
 
305.44 3 0.1%
 
765.4 3 0.1%
 
589.77 3 0.1%
 
2069.4 3 0.1%
 
448.06 3 0.1%
 
361.35 3 0.1%
 
1302.2 3 0.1%
 
Other values (5680) 5865 99.2%
 
(Missing) 6 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-9632400 1 < 0.1%
 
-466770 1 < 0.1%
 
-271440 1 < 0.1%
 
-239700 1 < 0.1%
 
-217910 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1341700 1 < 0.1%
 
1205600 1 < 0.1%
 
873330 1 < 0.1%
 
791930 1 < 0.1%
 
636660 1 < 0.1%
 

Attr16
Highly correlated

This variable is highly correlated with Attr12 and should be ignored for analysis

Correlation0.9194294433

Attr17
Numeric

Distinct count5449
Unique (%)92.2%
Missing (%)0.3%
Missing (n)18
Infinite (%)0.0%
Infinite (n)0
Mean6.834590106
Minimum-0.002321
Maximum6869.5
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-0.002321
5-th percentile0.982478
Q11.51015
Median2.2088
Q33.88645
95-th percentile12.4346
Maximum6869.5
Range6869.502321
Interquartile range2.3763

Descriptive statistics

Standard deviation102.3609697
Coef of variation14.97689959
Kurtosis3563.789577
Mean6.834590106
MAD7.803391632
Skewness56.38005766
Sum40269.40491
Variance10477.76813
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.3363 4 0.1%
 
1.9046 4 0.1%
 
1.2871 3 0.1%
 
4.4883 3 0.1%
 
1.1 3 0.1%
 
1.945 3 0.1%
 
1.309 3 0.1%
 
1.5194 3 0.1%
 
1.6454 3 0.1%
 
1.9697 3 0.1%
 
Other values (5438) 5860 99.2%
 
(Missing) 18 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.002321 1 < 0.1%
 
0 1 < 0.1%
 
0.006359 1 < 0.1%
 
0.013809 1 < 0.1%
 
0.021726 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6869.5 1 < 0.1%
 
2923 1 < 0.1%
 
1923.7 1 < 0.1%
 
630.58 1 < 0.1%
 
600.3 1 < 0.1%
 

Attr18
Highly correlated

This variable is highly correlated with Attr14 and should be ignored for analysis

Correlation0.9968968287

Attr19
Numeric

Distinct count5675
Unique (%)96.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.09024785127
Minimum-310.8
Maximum77.244
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-310.8
5-th percentile-0.166904
Q10.00409825
Median0.0352045
Q30.08841825
95-th percentile0.221144
Maximum77.244
Range388.044
Interquartile range0.08432

Descriptive statistics

Standard deviation5.444891538
Coef of variation-60.33264461
Kurtosis2251.476689
Mean-0.09024785127
MAD0.3380129793
Skewness-43.73386505
Sum-533.364801
Variance29.64684386
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-310.8 -10.12205 -1.80645 -0.88416 -0.410805 ... 0.354035 0.469315 2.1655 5.2711 77.244 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 7 0.1%
 
0.13943 3 0.1%
 
0.089779 3 0.1%
 
0.022183 3 0.1%
 
0.066344 3 0.1%
 
0.1081 3 0.1%
 
-0.14916 3 0.1%
 
0.037793 3 0.1%
 
0.099136 3 0.1%
 
0.11417 3 0.1%
 
Other values (5665) 5876 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-310.8 1 < 0.1%
 
-213.76 1 < 0.1%
 
-118.93 1 < 0.1%
 
-84.308 1 < 0.1%
 
-46.393 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
77.244 1 < 0.1%
 
25.342 1 < 0.1%
 
18.075 1 < 0.1%
 
6.0311 1 < 0.1%
 
4.5111 1 < 0.1%
 

Attr2
Numeric

Distinct count5620
Unique (%)95.1%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.4650855025
Minimum-430.87
Maximum72.416
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-430.87
5-th percentile0.0784601
Q10.255355
Median0.45175
Q30.661635
95-th percentile1.01316
Maximum72.416
Range503.286
Interquartile range0.40628

Descriptive statistics

Standard deviation5.751282726
Coef of variation12.36607612
Kurtosis5364.146664
Mean0.4650855025
MAD0.3608427242
Skewness-71.01579978
Sum2747.260063
Variance33.07725299
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 16 0.3%
 
0.25059 3 0.1%
 
0.2228 3 0.1%
 
0.13074 3 0.1%
 
0.43091 3 0.1%
 
0.38526 3 0.1%
 
0.60774 3 0.1%
 
0.61582 3 0.1%
 
0.34249 3 0.1%
 
0.17202 3 0.1%
 
Other values (5609) 5864 99.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-430.87 1 < 0.1%
 
0 16 0.3%
 
0.000146 1 < 0.1%
 
0.000342 1 < 0.1%
 
0.00052 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
72.416 1 < 0.1%
 
46.027 1 < 0.1%
 
25.64 1 < 0.1%
 
8.5525 1 < 0.1%
 
8.457 1 < 0.1%
 

Attr20
Numeric

Distinct count5392
Unique (%)91.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean56.67198394
Minimum-29.34
Maximum9928.5
Zeros (%)4.5%
Mini histogram

Quantile statistics

Minimum-29.34
5-th percentile0.1702765
Q118.28025
Median38.618
Q367.6635
95-th percentile147.9795
Maximum9928.5
Range9957.84
Interquartile range49.38325

Descriptive statistics

Standard deviation168.125493
Coef of variation2.966642092
Kurtosis2249.515141
Mean56.67198394
MAD41.94895994
Skewness42.17453744
Sum334931.4251
Variance28266.1814
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.93400e+01 -1.46700e+01 3.80000e-05 2.02655e-01 1.00355e+01 ... 1.89735e+02 2.33745e+02 3.04745e+02 7.74640e+02 9.92850e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 268 4.5%
 
1.5522 3 0.1%
 
69.508 3 0.1%
 
100.19 3 0.1%
 
8.9365 3 0.1%
 
21.568 3 0.1%
 
114.58 3 0.1%
 
82.843 3 0.1%
 
32.642 3 0.1%
 
16.639 3 0.1%
 
Other values (5382) 5615 95.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-29.34 1 < 0.1%
 
0 268 4.5%
 
7.6e-05 1 < 0.1%
 
0.014752 1 < 0.1%
 
0.014882 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9928.5 1 < 0.1%
 
5772.4 1 < 0.1%
 
2245.2 1 < 0.1%
 
2065.3 1 < 0.1%
 
1679.8 1 < 0.1%
 

Attr21
Numeric

Distinct count4421
Unique (%)74.8%
Missing (%)1.7%
Missing (n)103
Infinite (%)0.0%
Infinite (n)0
Mean2.459376893
Minimum-135.15
Maximum7661.5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-135.15
5-th percentile0.698691
Q10.98925
Median1.1175
Q31.26575
95-th percentile1.71371
Maximum7661.5
Range7796.65
Interquartile range0.2765

Descriptive statistics

Standard deviation100.5526901
Coef of variation40.88543338
Kurtosis5800.559376
Mean2.459376893
MAD2.701946084
Skewness76.13972054
Sum14281.60162
Variance10110.84349
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.121 7 0.1%
 
1.0058 6 0.1%
 
1.2193 6 0.1%
 
1.0022 6 0.1%
 
1.1882 5 0.1%
 
1.1265 5 0.1%
 
1.3353 5 0.1%
 
1.1919 5 0.1%
 
1.0942 5 0.1%
 
1.0233 5 0.1%
 
Other values (4410) 5752 97.3%
 
(Missing) 103 1.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-135.15 1 < 0.1%
 
-95.563 1 < 0.1%
 
-0.005694 1 < 0.1%
 
0.001222 1 < 0.1%
 
0.037985 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7661.5 1 < 0.1%
 
42.662 1 < 0.1%
 
38.977 1 < 0.1%
 
15.25 1 < 0.1%
 
12.384 1 < 0.1%
 

Attr22
Highly correlated

This variable is highly correlated with Attr11 and should be ignored for analysis

Correlation0.9972396238

Attr23
Highly correlated

This variable is highly correlated with Attr19 and should be ignored for analysis

Correlation0.9996844438

Attr24
Numeric

Distinct count5552
Unique (%)93.9%
Missing (%)2.3%
Missing (n)135
Infinite (%)0.0%
Infinite (n)0
Mean0.1388719247
Minimum-463.89
Maximum252.34
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-463.89
5-th percentile-0.407445
Q10.0207965
Median0.16319
Q30.35734
95-th percentile0.829447
Maximum252.34
Range716.23
Interquartile range0.3365435

Descriptive statistics

Standard deviation7.36421366
Coef of variation53.02881541
Kurtosis2988.812933
Mean0.1388719247
MAD0.4712813488
Skewness-36.64414645
Sum801.985365
Variance54.23164283
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 15 0.3%
 
-0.26405 3 0.1%
 
0.3742 3 0.1%
 
0.13041 3 0.1%
 
0.20734 3 0.1%
 
0.13451 3 0.1%
 
0.46192 3 0.1%
 
0.73497 3 0.1%
 
0.19285 3 0.1%
 
1.4774 3 0.1%
 
Other values (5541) 5733 97.0%
 
(Missing) 135 2.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-463.89 1 < 0.1%
 
-121.52 1 < 0.1%
 
-37.836 1 < 0.1%
 
-32.09 1 < 0.1%
 
-24.978 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
252.34 1 < 0.1%
 
99.942 1 < 0.1%
 
68.58 1 < 0.1%
 
5.6724 1 < 0.1%
 
5.634 1 < 0.1%
 

Attr25
Numeric

Distinct count5667
Unique (%)95.9%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.3750844454
Minimum-71.444
Maximum266.86
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-71.444
5-th percentile-0.296528
Q10.17803
Median0.42464
Q30.634955
95-th percentile0.859804
Maximum266.86
Range338.304
Interquartile range0.456925

Descriptive statistics

Standard deviation4.135366661
Coef of variation11.0251617
Kurtosis3096.499355
Mean0.3750844454
MAD0.4219518519
Skewness48.74578466
Sum2215.623819
Variance17.10125742
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 3 0.1%
 
0.47262 3 0.1%
 
0.39937 3 0.1%
 
0.70171 3 0.1%
 
0.5013 3 0.1%
 
0.66256 3 0.1%
 
0.59424 3 0.1%
 
0.52619 3 0.1%
 
0.64169 3 0.1%
 
0.72559 3 0.1%
 
Other values (5656) 5877 99.4%
 
(Missing) 3 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-71.444 1 < 0.1%
 
-54.624 1 < 0.1%
 
-44.135 1 < 0.1%
 
-23.515 1 < 0.1%
 
-18.085 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
266.86 1 < 0.1%
 
127.92 1 < 0.1%
 
21.653 1 < 0.1%
 
6.1142 1 < 0.1%
 
4.1294 1 < 0.1%
 

Attr26
Highly correlated

This variable is highly correlated with Attr16 and should be ignored for analysis

Correlation0.9999483653

Attr27
Numeric

Distinct count4986
Unique (%)84.4%
Missing (%)6.6%
Missing (n)391
Infinite (%)0.0%
Infinite (n)0
Mean463.6368098
Minimum-158130
Maximum565940
Zeros (%)6.6%
Mini histogram

Quantile statistics

Minimum-158130
5-th percentile-4.08765
Q10.075715
Median0.97606
Q34.13555
95-th percentile108.261
Maximum565940
Range724070
Interquartile range4.059835

Descriptive statistics

Standard deviation10220.64431
Coef of variation22.04450572
Kurtosis1800.916686
Mean463.6368098
MAD1022.329743
Skewness35.44974929
Sum2558811.553
Variance104461570
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 390 6.6%
 
2.8096 3 0.1%
 
1.397 3 0.1%
 
2.6295 3 0.1%
 
7.5518 3 0.1%
 
1.3454 3 0.1%
 
1.879 2 < 0.1%
 
0.34598 2 < 0.1%
 
1.0778 2 < 0.1%
 
3.6471 2 < 0.1%
 
Other values (4975) 5106 86.4%
 
(Missing) 391 6.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-158130 1 < 0.1%
 
-85788 1 < 0.1%
 
-47852 1 < 0.1%
 
-22025 1 < 0.1%
 
-13975 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
565940 1 < 0.1%
 
214880 1 < 0.1%
 
186010 1 < 0.1%
 
170380 1 < 0.1%
 
158120 1 < 0.1%
 

Attr28
Numeric

Distinct count5612
Unique (%)95.0%
Missing (%)1.8%
Missing (n)107
Infinite (%)0.0%
Infinite (n)0
Mean10.23407469
Minimum-1089.7
Maximum21701
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-1089.7
5-th percentile-0.628163
Q10.081587
Median0.5269
Q31.60145
95-th percentile12.173
Maximum21701
Range22790.7
Interquartile range1.519863

Descriptive statistics

Standard deviation302.2828459
Coef of variation29.53690049
Kurtosis4594.370035
Mean10.23407469
MAD18.31129045
Skewness65.14191241
Sum59388.33545
Variance91374.9189
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.0404 3 0.1%
 
1.2599 3 0.1%
 
3.3585 3 0.1%
 
0.0977 3 0.1%
 
0.18036 3 0.1%
 
1.2509 2 < 0.1%
 
-0.56394 2 < 0.1%
 
0.55923 2 < 0.1%
 
1.9468 2 < 0.1%
 
0.10752 2 < 0.1%
 
Other values (5601) 5778 97.8%
 
(Missing) 107 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-1089.7 1 < 0.1%
 
-204.55 1 < 0.1%
 
-133.48 1 < 0.1%
 
-132.66 1 < 0.1%
 
-126.86 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
21701 1 < 0.1%
 
5534 1 < 0.1%
 
3535.5 1 < 0.1%
 
2249.8 1 < 0.1%
 
1234.6 1 < 0.1%
 

Attr29
Numeric

Distinct count5215
Unique (%)88.2%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean4.153190103
Minimum0.006359
Maximum9.6983
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.006359
5-th percentile2.71188
Q13.64875
Median4.1747
Q34.6694
95-th percentile5.49585
Maximum9.6983
Range9.691941
Interquartile range1.02065

Descriptive statistics

Standard deviation0.8352216094
Coef of variation0.2011036309
Kurtosis1.095378639
Mean4.153190103
MAD0.6397209371
Skewness-0.1691723772
Sum24532.89394
Variance0.6975951368
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
4.1709 5 0.1%
 
3.6421 4 0.1%
 
4.2604 4 0.1%
 
3.8214 4 0.1%
 
4.8609 4 0.1%
 
4.225 4 0.1%
 
4.6746 4 0.1%
 
3.5293 4 0.1%
 
4.402 4 0.1%
 
4.1917 4 0.1%
 
Other values (5204) 5866 99.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0.006359 1 < 0.1%
 
0.34733 1 < 0.1%
 
0.66783 1 < 0.1%
 
0.68574 1 < 0.1%
 
0.69897 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9.6983 1 < 0.1%
 
7.6615 1 < 0.1%
 
7.4662 1 < 0.1%
 
7.2162 1 < 0.1%
 
7.1558 1 < 0.1%
 

Attr3
Numeric

Distinct count5654
Unique (%)95.7%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.1891545802
Minimum-72.067
Maximum28.336
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-72.067
5-th percentile-0.304551
Q10.043953
Median0.21944
Q30.41843
95-th percentile0.713158
Maximum28.336
Range100.403
Interquartile range0.374477

Descriptive statistics

Standard deviation1.177728541
Coef of variation6.226275566
Kurtosis2497.262805
Mean0.1891545802
MAD0.2850964838
Skewness-38.21154709
Sum1117.336105
Variance1.387044516
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1 6 0.1%
 
0.075223 3 0.1%
 
0.20028 3 0.1%
 
0.59975 3 0.1%
 
0.5175 3 0.1%
 
0.1249 3 0.1%
 
0.22418 2 < 0.1%
 
0.19764 2 < 0.1%
 
0.18589 2 < 0.1%
 
0.17921 2 < 0.1%
 
Other values (5643) 5878 99.5%
 
(Missing) 3 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-72.067 1 < 0.1%
 
-24.662 1 < 0.1%
 
-7.457 1 < 0.1%
 
-7.4419 1 < 0.1%
 
-6.8907 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
28.336 1 < 0.1%
 
17.631 1 < 0.1%
 
1.3854 1 < 0.1%
 
1 6 0.1%
 
0.99828 1 < 0.1%
 

Attr30
Numeric

Distinct count5622
Unique (%)95.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8478459203
Minimum-23.06
Maximum1236.7
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-23.06
5-th percentile-0.167074
Q10.08563025
Median0.22421
Q30.4062375
95-th percentile1.0453
Maximum1236.7
Range1259.76
Interquartile range0.32060725

Descriptive statistics

Standard deviation19.07752068
Coef of variation22.50116469
Kurtosis3225.776168
Mean0.8478459203
MAD1.23810806
Skewness53.72805859
Sum5010.769389
Variance363.9517953
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.30600e+01 -6.59465e+00 -1.80725e+00 -1.04570e+00 -5.00445e-01 ... 2.29530e+00 4.03785e+00 9.80135e+00 1.09374e+02 1.23670e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.1442 3 0.1%
 
0.12269 3 0.1%
 
0.208 3 0.1%
 
-0.043339 3 0.1%
 
0.28234 3 0.1%
 
0.60996 3 0.1%
 
-0.042145 3 0.1%
 
0.55517 3 0.1%
 
0.20029 3 0.1%
 
0.26849 3 0.1%
 
Other values (5612) 5880 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-23.06 1 < 0.1%
 
-16.11 1 < 0.1%
 
-15.456 1 < 0.1%
 
-12.678 1 < 0.1%
 
-12.117 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1236.7 1 < 0.1%
 
656.45 1 < 0.1%
 
244.85 1 < 0.1%
 
227.98 1 < 0.1%
 
149.58 1 < 0.1%
 

Attr31
Highly correlated

This variable is highly correlated with Attr23 and should be ignored for analysis

Correlation0.9862402676

Attr32
Numeric

Distinct count5511
Unique (%)93.2%
Missing (%)0.8%
Missing (n)46
Infinite (%)0.0%
Infinite (n)0
Mean2111.590163
Minimum-255.1
Maximum4277200
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum-255.1
5-th percentile21.7201
Q149.58225
Median81.126
Q3130.92
95-th percentile308.721
Maximum4277200
Range4277455.1
Interquartile range81.33775

Descriptive statistics

Standard deviation84807.98016
Coef of variation40.16308735
Kurtosis2300.594098
Mean2111.590163
MAD3977.762205
Skewness47.2935717
Sum12382364.72
Variance7192393500
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 22 0.4%
 
90.34 4 0.1%
 
121.45 3 0.1%
 
111.83 3 0.1%
 
38.514 3 0.1%
 
100.83 3 0.1%
 
57.341 3 0.1%
 
76.202 3 0.1%
 
48.78 3 0.1%
 
140.12 3 0.1%
 
Other values (5500) 5814 98.4%
 
(Missing) 46 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-255.1 1 < 0.1%
 
0 22 0.4%
 
0.048086 1 < 0.1%
 
0.084083 1 < 0.1%
 
0.24275 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4277200 2 < 0.1%
 
2340500 1 < 0.1%
 
243130 1 < 0.1%
 
181890 1 < 0.1%
 
138460 1 < 0.1%
 

Attr33
Highly correlated

This variable is highly correlated with Attr26 and should be ignored for analysis

Correlation0.956488054

Attr34
Highly correlated

This variable is highly correlated with Attr33 and should be ignored for analysis

Correlation0.9818702082

Attr35
Highly correlated

This variable is highly correlated with Attr22 and should be ignored for analysis

Correlation0.9993536554

Attr36
Numeric

Distinct count5421
Unique (%)91.7%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean2.046380758
Minimum0.000191
Maximum965.66
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.000191
5-th percentile0.502268
Q11.0714
Median1.5607
Q32.23515
95-th percentile3.91808
Maximum965.66
Range965.659809
Interquartile range1.16375

Descriptive statistics

Standard deviation12.77576205
Coef of variation6.243101143
Kurtosis5483.861776
Mean2.046380758
MAD1.128485649
Skewness72.86556972
Sum12087.97114
Variance163.2200959
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2.0409 4 0.1%
 
1.2038 4 0.1%
 
1.3215 4 0.1%
 
1.2042 3 0.1%
 
1.0574 3 0.1%
 
1.3512 3 0.1%
 
1.3137 3 0.1%
 
1.7395 3 0.1%
 
1.1918 3 0.1%
 
1.659 3 0.1%
 
Other values (5410) 5874 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0.000191 1 < 0.1%
 
0.000672 1 < 0.1%
 
0.000787 1 < 0.1%
 
0.001744 1 < 0.1%
 
0.002396 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
965.66 1 < 0.1%
 
114.74 1 < 0.1%
 
82.66 1 < 0.1%
 
65.607 1 < 0.1%
 
37.807 1 < 0.1%
 

Attr37
Numeric

Distinct count3261
Unique (%)55.2%
Missing (%)43.1%
Missing (n)2548
Infinite (%)0.0%
Infinite (n)0
Mean114.0259853
Minimum-4.3258
Maximum67922
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-4.3258
5-th percentile0.3154545
Q11.294925
Median3.6564
Q315.23025
95-th percentile214.6665
Maximum67922
Range67926.3258
Interquartile range13.935325

Descriptive statistics

Standard deviation1597.055061
Coef of variation14.00606236
Kurtosis1209.397963
Mean114.0259853
MAD190.1571921
Skewness32.73044568
Sum383355.3625
Variance2550584.867
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2.4927 4 0.1%
 
1.5338 3 0.1%
 
2.7727 3 0.1%
 
4.1023 3 0.1%
 
0.4275 2 < 0.1%
 
1.223 2 < 0.1%
 
1.2943 2 < 0.1%
 
9.7866 2 < 0.1%
 
2.8394 2 < 0.1%
 
1.6972 2 < 0.1%
 
Other values (3250) 3337 56.5%
 
(Missing) 2548 43.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-4.3258 1 < 0.1%
 
-0.82801 1 < 0.1%
 
-0.54228 1 < 0.1%
 
0 2 < 0.1%
 
0.002642 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
67922 1 < 0.1%
 
40559 1 < 0.1%
 
40258 1 < 0.1%
 
11552 1 < 0.1%
 
10024 1 < 0.1%
 

Attr38
Highly correlated

This variable is highly correlated with Attr10 and should be ignored for analysis

Correlation0.9878393098

Attr39
Numeric

Distinct count5655
Unique (%)95.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.01716948443
Minimum-47.047
Maximum2.9011
Zeros (%)0.5%
Mini histogram

Quantile statistics

Minimum-47.047
5-th percentile-0.140629
Q10.004999
Median0.039491
Q30.09045125
95-th percentile0.2205075
Maximum2.9011
Range49.9481
Interquartile range0.08545225

Descriptive statistics

Standard deviation0.7097887779
Coef of variation41.34013346
Kurtosis3308.149582
Mean0.01716948443
MAD0.1062675594
Skewness-51.86707877
Sum101.471653
Variance0.5038001092
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-47.047 -5.29505 -1.3414 -0.52653 -0.37231 ... 0.258195 0.35733 0.52577 0.7638 2.9011 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 31 0.5%
 
0.10358 3 0.1%
 
0.014426 3 0.1%
 
0.097835 3 0.1%
 
1e-06 3 0.1%
 
2.1e-05 3 0.1%
 
0.020598 3 0.1%
 
0.12467 3 0.1%
 
0.002037 3 0.1%
 
0.12944 2 < 0.1%
 
Other values (5645) 5853 99.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-47.047 1 < 0.1%
 
-13.337 1 < 0.1%
 
-10.351 1 < 0.1%
 
-8.1356 1 < 0.1%
 
-7.2543 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.9011 1 < 0.1%
 
1.7553 1 < 0.1%
 
1.651 1 < 0.1%
 
1.0566 1 < 0.1%
 
0.97803 1 < 0.1%
 

Attr4
Highly correlated

This variable is highly correlated with Attr34 and should be ignored for analysis

Correlation0.9774093156

Attr40
Highly correlated

This variable is highly correlated with Attr4 and should be ignored for analysis

Correlation0.9943659364

Attr41
Numeric

Distinct count5594
Unique (%)94.7%
Missing (%)1.4%
Missing (n)84
Infinite (%)0.0%
Infinite (n)0
Mean2.190732786
Minimum-269.99
Maximum5043.3
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-269.99
5-th percentile-0.286605
Q10.03025325
Median0.091189
Q30.2074075
95-th percentile0.96001
Maximum5043.3
Range5313.29
Interquartile range0.17715425

Descriptive statistics

Standard deviation83.08703257
Coef of variation37.92659382
Kurtosis2980.1568
Mean2.190732786
MAD4.422489949
Skewness53.28491272
Sum12763.20921
Variance6903.454981
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 18 0.3%
 
0.27005 4 0.1%
 
0.038071 3 0.1%
 
0.14657 3 0.1%
 
0.000557 3 0.1%
 
0.040549 3 0.1%
 
0.10931 3 0.1%
 
0.29246 3 0.1%
 
0.11283 3 0.1%
 
0.22535 3 0.1%
 
Other values (5583) 5780 97.8%
 
(Missing) 84 1.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-269.99 1 < 0.1%
 
-188.62 1 < 0.1%
 
-159.04 1 < 0.1%
 
-149.03 1 < 0.1%
 
-40.537 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5043.3 1 < 0.1%
 
3671.2 1 < 0.1%
 
623.57 1 < 0.1%
 
488.13 1 < 0.1%
 
434.02 1 < 0.1%
 

Attr42
Numeric

Distinct count5158
Unique (%)87.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.01513316988
Minimum-143.52
Maximum40.386
Zeros (%)9.2%
Mini histogram

Quantile statistics

Minimum-143.52
5-th percentile-0.1227625
Q10
Median0.0400825
Q30.08995875
95-th percentile0.2141175
Maximum40.386
Range183.906
Interquartile range0.08995875

Descriptive statistics

Standard deviation2.437360938
Coef of variation-161.0608324
Kurtosis2322.14383
Mean-0.01513316988
MAD0.1817028244
Skewness-42.93526352
Sum-89.437034
Variance5.940728342
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-143.52 -5.06385 -1.30275 -0.527 -0.36792 ... 0.361685 0.489955 1.017315 5.284 40.386 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 542 9.2%
 
-0.12467 3 0.1%
 
0.018089 3 0.1%
 
0.04896 3 0.1%
 
0.00949 3 0.1%
 
0.074188 3 0.1%
 
0.028838 3 0.1%
 
0.10523 3 0.1%
 
0.00199 3 0.1%
 
0.009926 3 0.1%
 
Other values (5148) 5341 90.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-143.52 1 < 0.1%
 
-83.492 1 < 0.1%
 
-47.047 1 < 0.1%
 
-43.98 1 < 0.1%
 
-22.131 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
40.386 1 < 0.1%
 
18.088 1 < 0.1%
 
6.1355 1 < 0.1%
 
4.4325 1 < 0.1%
 
3.9427 1 < 0.1%
 

Attr43
Numeric

Distinct count5347
Unique (%)90.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean155.555922
Minimum-3975.6
Maximum40515
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-3975.6
5-th percentile36.06125
Q175.52475
Median106.405
Q3148.46
95-th percentile260.0765
Maximum40515
Range44490.6
Interquartile range72.93525

Descriptive statistics

Standard deviation782.6207326
Coef of variation5.031121428
Kurtosis1544.333396
Mean155.555922
MAD100.8707814
Skewness35.68443432
Sum919335.4991
Variance612495.211
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.97560e+03 1.58835e-02 2.21385e+01 4.08415e+01 5.39055e+01 ... 3.13775e+02 4.78585e+02 7.85520e+02 7.98850e+03 4.05150e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 10 0.2%
 
119.59 4 0.1%
 
134.82 4 0.1%
 
117.68 4 0.1%
 
105.27 4 0.1%
 
111.2 4 0.1%
 
117.8 3 0.1%
 
147.04 3 0.1%
 
179.79 3 0.1%
 
126.11 3 0.1%
 
Other values (5337) 5868 99.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-3975.6 1 < 0.1%
 
0 10 0.2%
 
0.031767 1 < 0.1%
 
0.65098 1 < 0.1%
 
0.9561 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
40515 1 < 0.1%
 
26434 1 < 0.1%
 
21509 1 < 0.1%
 
15699 1 < 0.1%
 
11221 1 < 0.1%
 

Attr44
Highly correlated

This variable is highly correlated with Attr43 and should be ignored for analysis

Correlation0.9784100575

Attr45
Numeric

Distinct count5421
Unique (%)91.7%
Missing (%)4.5%
Missing (n)268
Infinite (%)0.0%
Infinite (n)0
Mean66.63335586
Minimum-3037.3
Maximum366030
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum-3037.3
5-th percentile-1.451115
Q10.0179275
Median0.255145
Q30.7993375
95-th percentile4.350735
Maximum366030
Range369067.3
Interquartile range0.78141

Descriptive statistics

Standard deviation4873.399821
Coef of variation73.13754137
Kurtosis5640.233211
Mean66.63335586
MAD133.5480765
Skewness75.09557548
Sum375945.3938
Variance23750025.82
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 37 0.6%
 
1.5193 3 0.1%
 
-35.075 3 0.1%
 
0.59518 3 0.1%
 
-1.0171 3 0.1%
 
0.16105 3 0.1%
 
0.34897 3 0.1%
 
0.26931 3 0.1%
 
0.13201 3 0.1%
 
0.24632 2 < 0.1%
 
Other values (5410) 5579 94.4%
 
(Missing) 268 4.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-3037.3 1 < 0.1%
 
-1318.1 1 < 0.1%
 
-530.54 1 < 0.1%
 
-530.53 1 < 0.1%
 
-331.32 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
366030 1 < 0.1%
 
1526.5 1 < 0.1%
 
1254.8 1 < 0.1%
 
1113 1 < 0.1%
 
1015.8 1 < 0.1%
 

Attr46
Highly correlated

This variable is highly correlated with Attr40 and should be ignored for analysis

Correlation0.9941128474

Attr47
Numeric

Distinct count5395
Unique (%)91.3%
Missing (%)0.6%
Missing (n)35
Infinite (%)0.0%
Infinite (n)0
Mean137.4229747
Minimum-18.658
Maximum185610
Zeros (%)4.5%
Mini histogram

Quantile statistics

Minimum-18.658
5-th percentile0.118209
Q119.627
Median41.994
Q373.868
95-th percentile173.301
Maximum185610
Range185628.658
Interquartile range54.241

Descriptive statistics

Standard deviation3277.167587
Coef of variation23.84730497
Kurtosis2773.883706
Mean137.4229747
MAD171.8317516
Skewness51.9409447
Sum807359.9762
Variance10739827.39
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 265 4.5%
 
126.64 4 0.1%
 
24.832 3 0.1%
 
52.379 3 0.1%
 
33.904 3 0.1%
 
140.3 3 0.1%
 
39.992 3 0.1%
 
30.484 2 < 0.1%
 
191.38 2 < 0.1%
 
34.934 2 < 0.1%
 
Other values (5384) 5585 94.5%
 
(Missing) 35 0.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-18.658 1 < 0.1%
 
-0.034136 1 < 0.1%
 
0 265 4.5%
 
8.5e-05 1 < 0.1%
 
0.00076 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
185610 1 < 0.1%
 
162360 1 < 0.1%
 
43593 1 < 0.1%
 
10100 1 < 0.1%
 
10020 2 < 0.1%
 

Attr48
Highly correlated

This variable is highly correlated with Attr35 and should be ignored for analysis

Correlation0.9987275164

Attr49
Highly correlated

This variable is highly correlated with Attr42 and should be ignored for analysis

Correlation0.973884859

Attr5
Numeric

Distinct count5779
Unique (%)97.8%
Missing (%)0.2%
Missing (n)11
Infinite (%)0.0%
Infinite (n)0
Mean19.406758
Minimum-1076400
Maximum1250100
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-1076400
5-th percentile-196.809
Q1-43.8365
Median0.49149
Q348.765
95-th percentile207.435
Maximum1250100
Range2326500
Interquartile range92.6015

Descriptive statistics

Standard deviation21529.32203
Coef of variation1109.372417
Kurtosis2986.755933
Mean19.406758
MAD560.3048846
Skewness11.99742355
Sum114480.4654
Variance463511707
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
33.352 3 0.1%
 
0 3 0.1%
 
132.03 2 < 0.1%
 
-45.053 2 < 0.1%
 
56.377 2 < 0.1%
 
3.9122 2 < 0.1%
 
-121.81 2 < 0.1%
 
-14.475 2 < 0.1%
 
-103.49 2 < 0.1%
 
-29.617 2 < 0.1%
 
Other values (5768) 5877 99.4%
 
(Missing) 11 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-1076400 1 < 0.1%
 
-69473 1 < 0.1%
 
-41656 1 < 0.1%
 
-31135 1 < 0.1%
 
-30773 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1250100 1 < 0.1%
 
34259 1 < 0.1%
 
30669 1 < 0.1%
 
20384 1 < 0.1%
 
11979 1 < 0.1%
 

Attr50
Highly correlated

This variable is highly correlated with Attr46 and should be ignored for analysis

Correlation0.9954347918

Attr51
Numeric

Distinct count5577
Unique (%)94.4%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.4256717672
Minimum-0.18661
Maximum72.416
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-0.18661
5-th percentile0.0627183
Q10.185465
Median0.32975
Q30.51757
95-th percentile0.89362
Maximum72.416
Range72.60261
Interquartile range0.332105

Descriptive statistics

Standard deviation1.091837897
Coef of variation2.564976071
Kurtosis3252.962778
Mean0.4256717672
MAD0.2561377998
Skewness51.28104454
Sum2514.443129
Variance1.192109993
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 19 0.3%
 
0.42314 3 0.1%
 
0.49563 3 0.1%
 
0.26653 3 0.1%
 
0.22773 3 0.1%
 
0.23913 3 0.1%
 
0.35755 3 0.1%
 
0.17202 3 0.1%
 
0.18049 3 0.1%
 
0.71949 3 0.1%
 
Other values (5566) 5861 99.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.18661 1 < 0.1%
 
0 19 0.3%
 
0.000146 1 < 0.1%
 
0.000221 1 < 0.1%
 
0.00052 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
72.416 1 < 0.1%
 
25.64 1 < 0.1%
 
11.705 1 < 0.1%
 
8.457 1 < 0.1%
 
8.4419 1 < 0.1%
 

Attr52
Numeric

Distinct count5500
Unique (%)93.1%
Missing (%)0.6%
Missing (n)36
Infinite (%)0.0%
Infinite (n)0
Mean0.7309007349
Minimum-0.69764
Maximum666.11
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum-0.69764
5-th percentile0.0597867
Q10.13564
Median0.22141
Q30.35842
95-th percentile0.8370245
Maximum666.11
Range666.80764
Interquartile range0.22278

Descriptive statistics

Standard deviation12.8577683
Coef of variation17.59167516
Kurtosis1808.248578
Mean0.7309007349
MAD0.9171431976
Skewness40.92677828
Sum4293.310917
Variance165.3222058
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 21 0.4%
 
0.24751 4 0.1%
 
0.1571 4 0.1%
 
0.15005 3 0.1%
 
0.36745 3 0.1%
 
0.2324 3 0.1%
 
0.17074 3 0.1%
 
0.33273 3 0.1%
 
0.10971 3 0.1%
 
0.27076 3 0.1%
 
Other values (5489) 5824 98.5%
 
(Missing) 36 0.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.69764 1 < 0.1%
 
0 21 0.4%
 
0.000132 1 < 0.1%
 
0.000651 1 < 0.1%
 
0.001328 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
666.11 1 < 0.1%
 
498.33 1 < 0.1%
 
379.35 1 < 0.1%
 
334.99 1 < 0.1%
 
82.098 1 < 0.1%
 

Attr53
Numeric

Distinct count5463
Unique (%)92.4%
Missing (%)1.8%
Missing (n)107
Infinite (%)0.0%
Infinite (n)0
Mean11.19676042
Minimum-1088.7
Maximum21702
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-1088.7
5-th percentile-0.0411925
Q10.750255
Median1.28
Q32.3079
95-th percentile12.1727
Maximum21702
Range22790.7
Interquartile range1.557645

Descriptive statistics

Standard deviation314.4039829
Coef of variation28.07990626
Kurtosis3993.424658
Mean11.19676042
MAD19.29176408
Skewness60.2125825
Sum64974.8007
Variance98849.86448
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2.2499 4 0.1%
 
1.5962 3 0.1%
 
1.2624 3 0.1%
 
1.0391 3 0.1%
 
4.3522 3 0.1%
 
1.6897 3 0.1%
 
1.0057 3 0.1%
 
1.4562 3 0.1%
 
1.2925 3 0.1%
 
1.501 3 0.1%
 
Other values (5452) 5772 97.7%
 
(Missing) 107 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-1088.7 1 < 0.1%
 
-414.74 1 < 0.1%
 
-310.26 1 < 0.1%
 
-236.2 1 < 0.1%
 
-203.55 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
21702 1 < 0.1%
 
8309.6 1 < 0.1%
 
3513.1 1 < 0.1%
 
2733.9 1 < 0.1%
 
2083.8 1 < 0.1%
 

Attr54
Highly correlated

This variable is highly correlated with Attr53 and should be ignored for analysis

Correlation0.9643219612

Attr55
Numeric

Distinct count5718
Unique (%)96.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10817.30667
Minimum-1118500
Maximum4212200
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-1118500
5-th percentile-6282.77
Q187.91225
Median1802.8
Q37705.1
95-th percentile46755.55
Maximum4212200
Range5330700
Interquartile range7617.18775

Descriptive statistics

Standard deviation79564.01272
Coef of variation7.355251647
Kurtosis1385.715456
Mean10817.30667
MAD18581.51942
Skewness28.72662642
Sum63930282.43
Variance6330432120
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1118500. -410230. -106365. -35884. -19853.5 ... 74985.5 185695. 366060. 734195. 4212200. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
13593 3 0.1%
 
1.4858 3 0.1%
 
2443.9 3 0.1%
 
10361 3 0.1%
 
-11216 3 0.1%
 
4256.3 3 0.1%
 
1797 3 0.1%
 
2565.3 2 < 0.1%
 
-10373 2 < 0.1%
 
4732.3 2 < 0.1%
 
Other values (5708) 5883 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-1118500 1 < 0.1%
 
-419200 1 < 0.1%
 
-401260 1 < 0.1%
 
-382110 1 < 0.1%
 
-339370 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4212200 1 < 0.1%
 
1634200 1 < 0.1%
 
1345600 1 < 0.1%
 
1139900 1 < 0.1%
 
991610 1 < 0.1%
 

Attr56
Highly correlated

This variable is highly correlated with Attr39 and should be ignored for analysis

Correlation0.9371662068

Attr57
Numeric

Distinct count5573
Unique (%)94.3%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean-0.2638374713
Minimum-1236.3
Maximum87.981
Zeros (%)1.6%
Mini histogram

Quantile statistics

Minimum-1236.3
5-th percentile-0.467669
Q10.0156545
Median0.10984
Q30.24291
95-th percentile0.712329
Maximum87.981
Range1324.281
Interquartile range0.2272555

Descriptive statistics

Standard deviation18.42509131
Coef of variation-69.83500569
Kurtosis3571.679694
Mean-0.2638374713
MAD1.037753289
Skewness-56.69383316
Sum-1558.487943
Variance339.4839898
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 96 1.6%
 
0.1581 5 0.1%
 
0.006221 3 0.1%
 
0.11219 3 0.1%
 
0.15943 3 0.1%
 
0.16358 3 0.1%
 
0.18637 3 0.1%
 
0.10337 3 0.1%
 
0.1209 3 0.1%
 
0.30683 3 0.1%
 
Other values (5562) 5782 97.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-1236.3 1 < 0.1%
 
-469.05 1 < 0.1%
 
-468.67 1 < 0.1%
 
-69 1 < 0.1%
 
-40.399 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
87.981 1 < 0.1%
 
60.177 1 < 0.1%
 
58.545 1 < 0.1%
 
24.072 1 < 0.1%
 
21.793 1 < 0.1%
 

Attr58
Numeric

Distinct count5115
Unique (%)86.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.9565044663
Minimum-0.16439
Maximum47.788
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-0.16439
5-th percentile0.6475455
Q10.8765525
Median0.95037
Q30.990405
95-th percentile1.132955
Maximum47.788
Range47.95239
Interquartile range0.1138525

Descriptive statistics

Standard deviation0.8573262361
Coef of variation0.896311796
Kurtosis1703.001193
Mean0.9565044663
MAD0.1404922445
Skewness36.32546838
Sum5652.941396
Variance0.7350082752
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.64390e-01 -1.61850e-03 5.46800e-03 3.27975e-02 4.09140e-01 ... 1.50950e+00 2.10440e+00 4.41275e+00 1.13930e+01 4.77880e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.0053 6 0.1%
 
1.0173 5 0.1%
 
1.0115 5 0.1%
 
1.0179 5 0.1%
 
1.0505 5 0.1%
 
0.99427 5 0.1%
 
0.96415 4 0.1%
 
1.0107 4 0.1%
 
0.86847 4 0.1%
 
1.0046 4 0.1%
 
Other values (5105) 5863 99.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.16439 1 < 0.1%
 
-0.08592 1 < 0.1%
 
-0.032029 1 < 0.1%
 
-0.011386 1 < 0.1%
 
-0.003237 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
47.788 1 < 0.1%
 
23.248 1 < 0.1%
 
22.402 1 < 0.1%
 
19.907 1 < 0.1%
 
12.738 1 < 0.1%
 

Attr59
Numeric

Distinct count3255
Unique (%)55.1%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.2793189914
Minimum-184.98
Maximum308.15
Zeros (%)43.1%
Mini histogram

Quantile statistics

Minimum-184.98
5-th percentile0
Q10
Median0.005675
Q30.205215
95-th percentile1.35166
Maximum308.15
Range493.13
Interquartile range0.205215

Descriptive statistics

Standard deviation5.840554396
Coef of variation20.90997954
Kurtosis1548.540165
Mean0.2793189914
MAD0.7208990421
Skewness17.90288298
Sum1649.937282
Variance34.11207565
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2547 43.1%
 
0.00264 3 0.1%
 
0.12777 3 0.1%
 
0.10066 3 0.1%
 
0.28352 2 < 0.1%
 
0.58658 2 < 0.1%
 
1.8236 2 < 0.1%
 
0.096938 2 < 0.1%
 
0.003464 2 < 0.1%
 
0.005453 2 < 0.1%
 
Other values (3244) 3339 56.5%
 
(Missing) 3 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-184.98 1 < 0.1%
 
-110.12 1 < 0.1%
 
-107.92 1 < 0.1%
 
-93.964 1 < 0.1%
 
-27 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
308.15 1 < 0.1%
 
83.095 1 < 0.1%
 
82.39 1 < 0.1%
 
62.514 1 < 0.1%
 
57.922 1 < 0.1%
 

Attr6
Numeric

Distinct count3540
Unique (%)59.9%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean0.02258359303
Minimum-463.89
Maximum543.25
Zeros (%)38.5%
Mini histogram

Quantile statistics

Minimum-463.89
5-th percentile-0.473394
Q10
Median0
Q30.108725
95-th percentile0.438978
Maximum543.25
Range1007.14
Interquartile range0.108725

Descriptive statistics

Standard deviation9.992080439
Coef of variation442.4486586
Kurtosis2297.865085
Mean0.02258359303
MAD0.485055665
Skewness11.60909906
Sum133.401284
Variance99.84167151
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2274 38.5%
 
-0.15083 3 0.1%
 
0.13521 3 0.1%
 
0.39721 3 0.1%
 
0.15867 2 < 0.1%
 
0.12461 2 < 0.1%
 
0.38028 2 < 0.1%
 
0.18811 2 < 0.1%
 
0.22004 2 < 0.1%
 
0.16423 2 < 0.1%
 
Other values (3529) 3612 61.1%
 
(Missing) 3 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-463.89 1 < 0.1%
 
-100.38 1 < 0.1%
 
-69.02 1 < 0.1%
 
-54.464 1 < 0.1%
 
-34.052 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
543.25 1 < 0.1%
 
203.15 1 < 0.1%
 
77.488 1 < 0.1%
 
75.258 1 < 0.1%
 
63.023 1 < 0.1%
 

Attr60
Highly correlated

This variable is highly correlated with Attr45 and should be ignored for analysis

Correlation0.9998960375

Attr61
Numeric

Distinct count5612
Unique (%)95.0%
Missing (%)0.3%
Missing (n)15
Infinite (%)0.0%
Infinite (n)0
Mean10.94149685
Minimum-0.092493
Maximum1308.5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.092493
5-th percentile2.25977
Q14.27865
Median6.1989
Q39.3509
95-th percentile23.0412
Maximum1308.5
Range1308.592493
Interquartile range5.07225

Descriptive statistics

Standard deviation41.16659093
Coef of variation3.76242771
Kurtosis588.8633918
Mean10.94149685
MAD8.613531608
Skewness22.11338072
Sum64500.12393
Variance1694.688209
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
10.096 4 0.1%
 
7.2732 3 0.1%
 
5.9772 3 0.1%
 
16.789 3 0.1%
 
10.879 3 0.1%
 
4.3754 3 0.1%
 
3.4885 3 0.1%
 
5.695 3 0.1%
 
12.352 3 0.1%
 
13.983 3 0.1%
 
Other values (5601) 5864 99.2%
 
(Missing) 15 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.092493 1 < 0.1%
 
0.009009 1 < 0.1%
 
0.017167 1 < 0.1%
 
0.022114 1 < 0.1%
 
0.023249 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1308.5 1 < 0.1%
 
1266.8 1 < 0.1%
 
1150.2 1 < 0.1%
 
1081 1 < 0.1%
 
1063.9 1 < 0.1%
 

Attr62
Highly correlated

This variable is highly correlated with Attr30 and should be ignored for analysis

Correlation0.9523823148

Attr63
Highly correlated

This variable is highly correlated with Attr50 and should be ignored for analysis

Correlation0.9649060135

Attr64
Highly correlated

This variable is highly correlated with Attr54 and should be ignored for analysis

Correlation0.9502609651

Attr7
Highly correlated

This variable is highly correlated with Attr18 and should be ignored for analysis

Correlation0.996879893

Attr8
Highly correlated

This variable is highly correlated with Attr50 and should be ignored for analysis

Correlation0.9098129316

Attr9
Numeric

Distinct count4824
Unique (%)81.6%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean1.588322405
Minimum-3.496
Maximum65.607
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.496
5-th percentile0.600012
Q11.0148
Median1.1397
Q31.8259
95-th percentile3.4196
Maximum65.607
Range69.103
Interquartile range0.8111

Descriptive statistics

Standard deviation1.548390049
Coef of variation0.9748587841
Kurtosis562.6921482
Mean1.588322405
MAD0.7622616792
Skewness16.56584288
Sum9385.397093
Variance2.397511743
Memory size46.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.0277 8 0.1%
 
1.0488 7 0.1%
 
1.0117 6 0.1%
 
1.0506 6 0.1%
 
1.0376 6 0.1%
 
1.0392 6 0.1%
 
1.0482 5 0.1%
 
1.0121 5 0.1%
 
1.0579 5 0.1%
 
1.0335 5 0.1%
 
Other values (4813) 5850 99.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.496 1 < 0.1%
 
0.000191 1 < 0.1%
 
0.000672 1 < 0.1%
 
0.000787 1 < 0.1%
 
0.001744 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
65.607 1 < 0.1%
 
37.807 1 < 0.1%
 
22.07 1 < 0.1%
 
21.258 1 < 0.1%
 
17.923 1 < 0.1%
 

class
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
5500
1
 
410
ValueCountFrequency (%) 
0 5500 93.1%
 
1 410 6.9%
 

Correlations

Missing values

Sample

First rows

Attr1Attr10Attr11Attr12Attr13Attr14Attr15Attr16Attr17Attr18Attr19Attr2Attr20Attr21Attr22Attr23Attr24Attr25Attr26Attr27Attr28Attr29Attr3Attr30Attr31Attr32Attr33Attr34Attr35Attr36Attr37Attr38Attr39Attr4Attr40Attr41Attr42Attr43Attr44Attr45Attr46Attr47Attr48Attr49Attr5Attr50Attr51Attr52Attr53Attr54Attr55Attr56Attr57Attr58Attr59Attr6Attr60Attr61Attr62Attr63Attr64Attr7Attr8Attr9class
00.0882380.320360.1094900.1976000.0968850.1094901475.200.2474201.80270.1094900.0772870.5547250.1991.157400.1352300.0622870.419490.3203600.2091201.038700.0260936.12670.0113400.3778800.077287155.3302.34980.243770.1352301.44930571.370000.321010.0954571.02050.1287900.1118900.095457127.3077.0960.4528900.6688354.6210.1074600.075859-66.52001.019300.5540700.425570.737170.7386615182.00000.0809550.2754300.919050.0020240.3420407.27114.7343142.7602.55683.259700.1094900.577521.08810
1-0.0062020.515350.001329-0.0159670.037544-0.0062023693.400.0988252.0634-0.006202-0.0048620.4846559.9231.015800.001289-0.004862NaN0.0802850.0988250.171180.6154504.00220.2329800.3638100.000778108.0503.37792.70750-0.0364751.275705.251900.59380-0.0285911.59980.0578100.2916700.001011171.38111.450-0.0296141.0606058.258-0.052809-0.0413956.18251.282300.3884600.296041.361401.568602341.8000-0.028591-0.0120351.004700.1522200.0000006.09113.2749111.1403.28413.37000-0.0062021.063401.27570
20.1302400.677310.1621200.7321800.1656800.162120431.750.8453904.51640.1621200.1434900.2214241.5081.236200.1458600.1152800.235660.6773100.7014301.473702.8721004.76220.5775100.0500690.14349081.6534.47010.658780.1458601.16980NaN0.677310.1291003.60821.3196000.0425870.129100163.71122.2001.0137003.0280047.3820.1208000.106920120.04003.608200.2214200.223713.368403.3684033401.00000.1239600.1922900.876040.0000000.1876408.79342.987071.5315.10275.618800.1621203.059001.14150
3-0.0899510.11300-0.080792-0.1744500.084038-0.0899513020.500.1208401.1274-0.089951-0.0705250.8870047.6981.094200.000000-0.070525NaN0.0647370.1208400.000001.2519004.01530.2692700.657790-0.138650253.9101.43750.835670.0140271.275401.900500.438300.0109981.52220.4562200.1499800.000000157.30109.600-0.5396901.1990082.073-0.197140-0.154560-55.99200.884910.5156400.695650.525382.037802789.60000.418840-0.7960200.590742.878700-0.0739577.65243.3302147.5602.47355.92990-0.0899510.127401.27540
40.0481790.449590.0919900.1341900.0555750.0592802386.100.1529701.81680.0592800.0391290.5504136.0740.994550.0676160.0318020.000000.4292000.1328002.067100.2389105.88230.1076500.3633100.039129140.1202.65832.133600.3642001.515006.378300.512250.2404001.24370.0672830.1982800.044632125.2189.1340.3217700.9047546.5380.0427010.028186-22.95900.998190.4417600.376180.997791.136901.24370.2404000.1071600.770480.1393800.00000010.11804.0950106.4303.42943.362200.0592800.816821.51500
50.2315600.489530.3336200.5713900.1668900.287690623.170.5857201.95900.2876900.1605900.5104779.2251.274800.3298300.129260NaN0.4861600.4757607.1814020.0470004.17090.4729100.1731000.166790125.7202.90332.863700.3296801.7915084.275000.496500.1840301.93930.4440400.0498800.184110153.3874.1570.5955001.1670097.0920.3185400.17780015.10201.912800.5035000.3444320.7510021.047007008.80000.1840300.4730300.839960.0142420.0000004.60714.9220102.5803.558175.941000.2876900.958991.79150
60.0994860.400090.1239500.2158700.0829290.1239501638.200.2228101.66690.1239500.0768970.5999166.7831.242200.1345200.0617220.264400.4000900.1820400.915717.3601004.21360.3748900.3715900.076897142.6602.55860.224240.1345201.6118025.411000.425830.0834601.65290.0066030.1367300.083460214.06147.2700.3373401.1393073.2730.1248000.07742819.03601.582000.5741700.390847.854708.360106131.00000.0885810.2486600.911420.0643440.2108405.46552.4784130.0202.807231.645000.1239500.666901.09720
70.0785180.794540.0933881.6119000.2584400.093388735.120.4965204.86720.0933880.2365900.2054632.0760.992070.0754280.1989200.436260.7945400.4241402.354500.1240105.09330.1039300.5186300.23659066.0135.52920.367120.0754280.415950.862150.942060.1910902.79390.0454080.0803630.191090147.25115.1702.2635002.1951039.5240.0668030.16924077.78400.787860.0579380.180860.948001.1240012885.00000.1884200.0988220.811580.1856600.36515011.37903.169253.5756.81290.470960.0933883.867201.23220
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90.2934300.413510.3057200.5962100.2286800.293430571.630.6385201.70510.2934300.1791900.5864937.1941.474400.0000000.179190NaN0.1963400.6385200.000000.1964804.35360.0833920.3312500.389540168.4602.16661.818200.0255651.6376047.009000.422210.0156111.16940.2265800.2412000.000000103.4366.2381.7585000.8303957.118-0.081052-0.049495-55.15200.981370.4921700.461540.974260.994741882.30000.3488200.7096100.721500.021024-0.2821109.81355.5104109.7003.32733.858200.2934300.705071.63760

Last rows

Attr1Attr10Attr11Attr12Attr13Attr14Attr15Attr16Attr17Attr18Attr19Attr2Attr20Attr21Attr22Attr23Attr24Attr25Attr26Attr27Attr28Attr29Attr3Attr30Attr31Attr32Attr33Attr34Attr35Attr36Attr37Attr38Attr39Attr4Attr40Attr41Attr42Attr43Attr44Attr45Attr46Attr47Attr48Attr49Attr5Attr50Attr51Attr52Attr53Attr54Attr55Attr56Attr57Attr58Attr59Attr6Attr60Attr61Attr62Attr63Attr64Attr7Attr8Attr9class
59000.3614700.7439100.5215008.0367000.9118500.516340172.792.1124003.907700.5163400.8709800.25590108.58000.724270.5184100.6097500.4229000.5475001.507200100.33001.5095003.72390.562760-0.213130.87232034.22510.86802.72860-0.0923661.21980NaN0.74391-0.1558109.759305.9615000.0157190.874480150.23041.65302.049808.7063092.1810.4941800.833610205.9802.450200.0642470.0920111.9954001.995402979.80-0.1557800.4859100.572440.000000-0.3259703.36178.762839.5579.22721.590200.5163402.9070000.592821
5901-0.0843810.616500-0.084381-0.375270-0.179720-0.084381-1259.50-0.2897904.44730-0.084381-0.2327400.22485204.43000.57674-0.084994-0.232740-0.0843810.616500-0.289790NaN0.1431903.51800.0970510.52828-0.232740173.2902.1063-0.37800-0.0849940.39229NaN0.61650-0.2344301.431600.345940-0.112390-0.234430245.76041.3290-0.415530.52851156.500-0.104210-0.287440-119.2201.431600.2248500.4747700.9095800.90958319.88-0.306280-0.1368701.306300.000000-0.0843811.78548.8316226.3701.61240.53491-0.0843812.7418000.765531
59020.0594360.4584700.0594360.1608000.0262490.0594363326.100.1097401.846400.0594360.0262490.5416134.3440NaN0.0839840.0262490.0594360.3888600.1097403.42121.4858003.17780.3767200.236380.03709171.7955.92364.042700.0764482.273303.100900.630450.0337622.019200.0212520.2149600.037091119.04084.70000.278970.5976535.5170.0839840.03709126.6651.378000.3696300.1688201.8082002.48650567.340.1700900.1296400.827270.375110-0.27501010.62804.309359.5846.12588.930200.0594360.8465002.264301
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5907-0.179050-0.326590-0.154930-0.142840-0.072940-0.154930-3298.20-0.1106700.79665-0.154930-0.0813501.2553037.04600.831040.176700-0.094015-0.154930-0.326590-0.129880NaN-1.4423005.3244-0.2759900.65813-0.081350244.2301.49450.140770.1767001.951503.60650-0.155970.0927800.745540.0640950.2141400.092780141.650104.6100-0.926300.5673343.5260.1606800.084370-120.4400.644211.0846000.669130-1.706700-0.81508-58253.000.1488800.5482400.85112-0.522430-0.1790509.85263.4892207.8701.75599.95270-0.154930-0.2601801.174901
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5909-0.1053700.463670-0.109940-0.205570-0.066747-0.109940-2055.90-0.1775401.86470-0.109940-0.0770720.5362947.19900.71351-0.082947-0.073868-0.1099400.463670-0.169020NaN-0.0892343.9698-0.0455780.37528-0.077072130.0602.8064-0.15467-0.0829471.44810205.690000.46515-0.0581490.914780.004456-0.258460-0.058149124.57077.3740-0.571240.5698744.858-0.097675-0.068474-56.0680.912250.5348100.3563200.9077900.91069-425.13-0.052186-0.2272501.052200.003196-0.1053707.73324.7174136.8502.66722.79270-0.1099400.8646000.950401